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之间真正的优先级。","/docs/reference/env-sources-and-precedence",[839,368,546,1253,1140],"shell",{"title":1255,"description":1256,"path":1257,"category":1134,"updatedAt":468,"sourceType":351,"tags":1258},"如何结合官方文档、GitHub 和中文渠道跟踪 OpenClaw","把官方文档、GitHub Releases、Issues、中文教程站、媒体报道和中文社区解读放到同一套可信度框架里，减少信息滞后和误读。","/docs/reference/external-sources-and-trust-levels",[1259,1052,590,1260,1054],"sources","trust",{"title":1262,"description":1263,"path":1264,"category":1134,"updatedAt":425,"sourceType":328,"tags":1265},"Gateway 命令与 RPC 该怎么用","基于最新官方 CLI Reference 与 Gateway protocol 文档，整理 openclaw gateway 子命令、RPC 调用边界、显式凭据要求，以及为什么它更适合被当成控制面入口而不是随手脚本助手。","/docs/reference/gateway-cli-and-rpc",[354,1266,798,904,512],"rpc",{"title":1268,"description":1269,"path":1270,"category":1134,"updatedAt":517,"sourceType":328,"tags":1271},"Gateway-owned pairing 和 device pairing 有什么区别","基于最新官方 Pairing 与 Gateway-owned pairing 文档，解释 node.pair.* 这套旧式网关配对和当前 WS device pairing 的真实边界，避免把两套授权机制混成一套。","/docs/reference/gateway-owned-pairing-vs-device-pairing",[668,669,354,333,1140],{"title":1273,"description":1274,"path":1275,"category":1134,"updatedAt":896,"sourceType":328,"tags":1276},"Gateway 为什么是 session source of truth","基于最新官方 Session 文档，解释 OpenClaw 的 session store、JSONL transcript、token 计数和 UI 查询为什么都应围绕 Gateway 理解，避免把本地浏览器、WebChat 或 operator 设备误当成真实状态源。","/docs/reference/gateway-session-source-of-truth",[539,354,482,413,1140],{"title":1278,"description":1279,"path":1280,"category":1134,"updatedAt":337,"sourceType":328,"tags":1281},"Gateway WebSocket 的 role 和 scope 应该怎么理解","基于最新官方 Gateway Protocol 文档，解释 OpenClaw 的 WebSocket 握手里 role、scopes、client mode 和协议版本各自在声明什么，以及为什么这条连接已经是统一控制面而不只是聊天通道。","/docs/reference/gateway-ws-roles-and-scopes",[354,904,1282,1283,1140],"protocol","scopes",{"title":1285,"description":1286,"path":1287,"category":1134,"updatedAt":535,"sourceType":328,"tags":1288},"groupPolicy、allowlist 和 mention gating 的顺序应该怎么理解","基于最新官方 Groups、Group Messages 和 Messages 文档，解释 OpenClaw 在群聊里如何按 groupPolicy、群组 allowlist 和 mention gating 三层顺序决定消息是丢弃、只进上下文，还是正式触发回复。","/docs/reference/group-policy-and-mention-gating-order",[538,1289,520,752,687],"mention",{"title":1291,"description":1292,"path":1293,"category":1134,"updatedAt":337,"sourceType":328,"tags":1294},"HEARTBEAT_OK、可见性控制和 quiet-hours 应该怎么一起看","基于最新官方 Heartbeat 与 Automation Troubleshooting 文档，解释 HEARTBEAT_OK 的 ack 语义、alerts-disabled 和 dm-blocked 等可见性控制，以及 quiet-hours 为什么不是故障。","/docs/reference/heartbeat-ack-and-visibility-controls",[951,1295,1296,1297,1140],"visibility","activeHours","alerts",{"title":1299,"description":1300,"path":1301,"category":1134,"updatedAt":535,"sourceType":328,"tags":1302},"HTTP API、Gateway WebSocket 和 SDK 应该怎么分工","基于最新官方 API 与 Web 文档，解释 OpenClaw 里 HTTP API、Gateway WebSocket 和 SDK 各自适合什么场景，帮助团队判断当前到底应该走管理接口、实时会话层还是语言 SDK。","/docs/reference/http-api-vs-gateway-websocket-vs-sdk",[898,904,1303,354,1140],"sdk",{"title":1305,"description":1306,"path":1307,"category":1134,"updatedAt":535,"sourceType":328,"tags":1308},"include 合并时，数组和 sibling override 到底怎么生效","基于最新官方 Configuration 文档，解释 OpenClaw 在 $include 合并时数组、对象和 sibling keys 的真实处理顺序，帮助团队避免把 include 当成“总是深合并”的黑盒。","/docs/reference/include-merge-arrays-and-sibling-overrides",[368,1309,928,1310,1140],"include","arrays",{"title":1312,"description":1313,"path":1314,"category":1134,"updatedAt":517,"sourceType":328,"tags":1315},"Lobster 的调用、审批和 resume token","基于最新官方 Lobster 文档，解释 OpenClaw 里如何用 openclaw.invoke 触发确定性工作流、何时进入 needs_approval，以及 resume token 在恢复流程里扮演什么角色。","/docs/reference/lobster-invoke-and-resume",[772,1316,334,403,1140],"invoke",{"title":1318,"description":1319,"path":1320,"category":1134,"updatedAt":337,"sourceType":328,"tags":1321},"记忆检索里的 hybrid search、重排和时间衰减到底在做什么","基于最新官方 Memory 文档，解释 OpenClaw 的 memory_search 为什么不只是向量检索，以及 hybrid search、结果合并、MMR 重排和 temporal decay 各自在修正什么问题。","/docs/reference/memory-hybrid-search-and-ranking-pipeline",[358,1322,1323,1324,1325,1140],"hybrid-search","ranking","mmr","retrieval",{"title":1327,"description":1328,"path":1329,"category":1134,"updatedAt":468,"sourceType":328,"tags":1330},"models status --probe 和 auth profiles 应该怎么看","基于最新官方 Models CLI 文档，解释 openclaw models status --probe、--probe-provider 与认证 profile 的关系，帮助团队区分“配置看起来对”和“当前真的能连通”。","/docs/reference/models-status-probe-and-auth-profiles",[332,1331,619,331,1140],"probe",{"title":1333,"description":1334,"path":1335,"category":1134,"updatedAt":834,"sourceType":328,"tags":1336},"配对审批与设备授权管理","从管理员视角理解 OpenClaw 的 DM pairing、设备 pairing、allowFrom 文件和审批命令，避免把授权边界搞乱。","/docs/reference/pairing-admin",[668,669,1168,1337,958],"credentials",{"title":1339,"description":1340,"path":1341,"category":1134,"updatedAt":468,"sourceType":328,"tags":1342},"插件安装 spec、--pin 和 update tracking 应该怎么理解","基于最新官方 plugins CLI 文档，解释 ClawHub first、npm-safe spec、--pin、prerelease opt-in 和 plugins.installs 的跟踪逻辑，帮助团队判断插件后续会按什么规则更新。","/docs/reference/plugins-install-specs-and-update-tracking",[460,573,1343,1344,1054,1140],"npm","pin",{"title":1346,"description":1347,"path":1348,"category":1223,"updatedAt":425,"sourceType":328,"tags":1349},"原始流日志怎么抓","基于最新官方 Debugging 文档，整理 OpenClaw 的 raw stream、pi-mono raw chunk 日志分别该在什么场景开启，以及如何避免把调试日志变成隐私风险。","/docs/reference/raw-stream-debugging",[1225,1350,737,331,700],"raw-stream",{"title":1352,"description":1353,"path":1354,"category":1134,"updatedAt":337,"sourceType":328,"tags":1355},"remote auth fallback 和 tlsFingerprint 应该什么时候用","基于最新官方 Remote Access 文档，解释 gateway.remote 这套远程连接参数什么时候只是兜底、什么时候会 fail closed，以及 tlsFingerprint 在 wss 场景里真正保护什么。","/docs/reference/remote-auth-fallback-and-tls-fingerprint",[427,1356,619,354,1140],"tlsFingerprint",{"title":1358,"description":1359,"path":1360,"category":1134,"updatedAt":337,"sourceType":328,"tags":1361},"回复机器人消息也算 mention 吗，pending history 又什么时候会进上下文","基于最新官方 Groups 与 Group Messages 文档，解释 OpenClaw 在群聊里怎样把 reply metadata 当成隐式 mention，以及未触发回复的群消息何时只进入 pending history、何时会被彻底丢弃。","/docs/reference/reply-mention-and-pending-history",[538,1362,1363,1364,1140],"mentions","pending-history","reply",{"title":1366,"description":1367,"path":1368,"category":1134,"updatedAt":517,"sourceType":328,"tags":1369},"SecretRefs 和运行时快照应该怎么理解","基于最新官方 Secrets Management 文档，解释 env/file/exec secret refs 的解析时机、活动面、失败模式和热重载语义，避免把密钥管理误解成“请求时临时去取”。","/docs/reference/secret-refs-and-runtime-snapshot",[1370,1371,1372,331,1140],"secrets","secretrefs","runtime",{"title":1374,"description":1375,"path":1376,"category":1134,"updatedAt":535,"sourceType":328,"tags":1377},"secure DM mode 和 owner pinning 应该怎么一起理解","基于最新官方 Session 与 Security 文档，解释 OpenClaw 的 secure DM mode、owner pinning、pairing / allowlist / open 三类 DM 入口，以及什么时候该从连续主会话切到隔离模式。","/docs/reference/secure-dm-mode-and-owner-pinning",[539,377,1240,668,752],{"title":1379,"description":1380,"path":1381,"category":1134,"updatedAt":1382,"sourceType":328,"tags":1383},"session JSONL、compaction entry 和 branch summary 应该怎么理解","基于最新官方 Session Management Deep Dive 文档，解释 OpenClaw 的 session JSONL 结构、compaction entry、branch summary 和 store counters 分别在回答什么问题，避免把 transcript 文件当成一团无结构日志。","/docs/reference/session-jsonl-and-compaction-entries","2026-04-01",[539,1384,1385,853,1140],"transcript","jsonl",{"title":1387,"description":1388,"path":1389,"category":1134,"updatedAt":1382,"sourceType":328,"tags":1390},"openclaw sessions 的 store scope 和巡检方式","基于最新官方 sessions CLI 文档，解释 openclaw sessions 在默认 agent、单 agent、all-agents 和显式 store 路径下分别在看什么，以及长期运维里为什么值得把它当作 session store 巡检入口。","/docs/reference/sessions-cli-store-scope-and-audit",[656,798,1391,1078,376],"store",{"title":1393,"description":1394,"path":1395,"category":1134,"updatedAt":337,"sourceType":328,"tags":1396},"哪些配置会被官方当成 shared-user ingress 信号","基于最新官方 security audit 文档，解释 OpenClaw 为什么会把开放 DM、群目标和 wildcard sender 规则识别成 shared-user ingress 信号，以及这些提醒真正想让你检查什么。","/docs/reference/shared-user-ingress-signals",[377,1093,1078,1397,1140],"ingress",{"title":1399,"description":1400,"path":1401,"category":1134,"updatedAt":425,"sourceType":328,"tags":1402},"status、health 和 logs 该怎么分工","基于最新官方 CLI reference，整理 openclaw status、health、logs 三组命令各自应该回答什么问题，以及值班和排障时更稳的使用顺序。","/docs/reference/status-health-and-logs",[798,986,1403,737,1404],"health","troubleshooting",{"title":1406,"description":1407,"path":1408,"category":1134,"updatedAt":1382,"sourceType":328,"tags":1409},"对话记录清理（provider fixups）到底改了什么，不改什么","基于最新官方 Transcript Hygiene 文档，解释 OpenClaw 在运行前对 transcript 做的 provider-specific fixups、图片清理、tool 调用配对修复和思考签名清理分别解决什么问题，以及为什么它不会重写磁盘 JSONL。","/docs/reference/transcript-hygiene-and-provider-fixups",[1384,1410,331,1411,1140],"hygiene","tool-calls",{"title":1413,"description":1414,"path":1415,"category":1223,"updatedAt":409,"sourceType":328,"tags":1416},"故障排除与诊断思路","把 OpenClaw 常见问题按环境、入口、配置、认证和运行状态拆开，建立更高效的排查顺序。","/docs/reference/troubleshooting",[1404,977,986,737],{"title":1418,"description":1419,"path":1420,"category":1134,"updatedAt":517,"sourceType":328,"tags":1421},"WebChat 的 history、inject 和展示边界","基于最新官方 WebChat 文档，整理 chat.history 的截断/占位规则、chat.inject 的真实用途，以及为什么 WebChat 看见的 transcript 不是原始 JSONL 的一比一镜像。","/docs/reference/webchat-history-and-inject-boundaries",[482,1422,1423,1384,1140],"history","inject",{"title":1425,"description":1426,"path":1427,"category":1428,"updatedAt":468,"sourceType":328,"tags":1429},"国内云部署思路","面向中文团队整理 OpenClaw 在国内或面向国内网络环境部署时最该先判断的三件事：入口生态、模型端点和长期在线后的运维边界。","/docs/setup/china-cloud-deployment","安装",[1430,1431,1432,1433,1005,1006],"china","cloud","deployment","feishu",{"title":1435,"description":1436,"path":1437,"category":1428,"updatedAt":409,"sourceType":328,"tags":1438},"部署方式怎么选","从本地安装、Docker、国内云模板和海外一键部署四类路径理解 OpenClaw 的部署选择，而不是只追求“最快装上”。","/docs/setup/deployment-options",[1432,428,1439,1431,1440],"docker","wsl2",{"title":1442,"description":1443,"path":1444,"category":1428,"updatedAt":844,"sourceType":328,"tags":1445},"OpenClaw 安装与环境","按官方推荐方式安装 OpenClaw，并根据本地开发、WSL2 和生产部署场景选择合适的安装路径。","/docs/setup/installation",[411,1343,1446,1440],"install-script",{"title":1448,"description":1449,"path":1450,"category":1428,"updatedAt":425,"sourceType":328,"tags":1451},"安装器方式和升级路径怎么选","基于最新官方 Install 与 Updating 文档，整理 install.sh、install-cli.sh、PowerShell 安装器、全局包安装和 git 安装各自适合什么场景，以及后续升级时应该走哪条路径。","/docs/setup/installer-methods-and-upgrade-paths",[411,1452,1446,1453,1055],"updater","git",{"title":1455,"description":1456,"path":1457,"category":1428,"updatedAt":383,"sourceType":328,"tags":1458},"安装器、更新与卸载","基于官方安装器、更新和卸载文档，整理 OpenClaw 从首次安装到原地升级、服务移除和彻底卸载的完整维护路径。","/docs/setup/installer-update-and-uninstall",[411,1452,1459,977,1055],"uninstall",{"title":1461,"description":1462,"path":1463,"category":1428,"updatedAt":383,"sourceType":328,"tags":1464},"Linux 安装指南","在 Linux 服务器和桌面上安装和配置 OpenClaw 的详细指南。","/docs/setup/linux-installation",[1465,411,420,1466],"linux","server",{"title":1468,"description":1469,"path":1470,"category":1428,"updatedAt":383,"sourceType":328,"tags":1471},"macOS 安装指南","在 macOS 上安装和配置 OpenClaw 的详细指南。","/docs/setup/macos-installation",[529,411,420,1472],"apple",{"title":1474,"description":1475,"path":1476,"category":1477,"updatedAt":409,"sourceType":328,"tags":1478},"版本迁移与升级检查单","在 OpenClaw 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状态的处理边界越来越清楚。","/news/openclaw-doctor-repair-boundary-watch-2026-03-25",[977,978,836,1055,1146],{"title":1818,"description":1819,"path":1820,"category":1821,"date":350,"updatedAt":350,"sourceType":590,"source":1822,"tags":1823},"OpenClaw 教育场景观察：AI 助教、个性化学习与高校试点想象空间","基于 2026 年 3 月 16 日教育领域临时稿，梳理 OpenClaw 在高校与教学场景中的潜在落地方向，包括答疑、学习路径推荐和教师工作流辅助。","/news/openclaw-education-adoption-watch-2026-03-16","行业观察","content/tmp/2026-03-16/openclaw-education-sector-adoption.md",[1824,1825,1826,1827],"education","adoption","ai-tutor","higher-education",{"title":1829,"description":1830,"path":1831,"category":1821,"date":350,"updatedAt":350,"sourceType":590,"source":1832,"tags":1833},"OpenClaw 企业应用热度上升：中文团队更关注私有化部署与流程接入","基于 2026 年 3 月 16 日企业方向临时稿，整理 OpenClaw 在中文企业场景中的关注重点，包括私有化部署、安全边界、行业接入与内部工作流自动化。","/news/openclaw-enterprise-adoption-watch-2026-03-16","content/tmp/2026-03-16/openclaw-enterprise-adoption-boom.md",[375,1432,403,1430],{"title":1835,"description":1836,"path":1837,"category":1495,"date":425,"updatedAt":425,"sourceType":328,"source":1838,"tags":1839},"OpenClaw 扩展层观察：ClawHub、插件托管 hooks 与 onboarding 勾选正在把扩展能力收拢成一条更完整链路","基于 2026 年 3 月 21 日可见的官方 Skills、ClawHub、Plugins 与 Hooks 文档，整理最近最值得中文站关注的扩展层变化：技能 registry、插件托管 hooks，以及 onboarding 阶段对推荐 hooks 的直接引导。","/news/openclaw-extension-stack-watch-2026-03-21","https://docs.openclaw.ai/automation/hooks",[369,573,460,462,592],{"title":1841,"description":1842,"path":1843,"category":1703,"date":535,"updatedAt":535,"sourceType":328,"source":1844,"tags":1845},"OpenClaw 正在把 gateway-owned pairing 的过期与轮换边界说清楚","官方最新 Gateway-owned pairing 文档把 pending request 的 5 分钟过期、fresh token 生成和 UI 只是审批前端这几层边界写得更清楚了。","/news/openclaw-gateway-pairing-expiry-watch-2026-03-25","https://docs.openclaw.ai/gateway/pairing",[354,668,1846,620,333],"pending",{"title":1848,"description":1849,"path":1850,"category":1703,"date":896,"updatedAt":896,"sourceType":328,"source":1851,"tags":1852},"OpenClaw 正在把 Gateway 的 session source-of-truth 地位写得更明确","官方最新 Session 文档更明确地说明 session store、JSONL transcript 和 token 计数都应围绕 Gateway 理解，这会直接影响 WebChat、Dashboard 和远程 operator 的排障方式。","/news/openclaw-gateway-source-of-truth-watch-2026-03-26","https://docs.openclaw.ai/session",[354,539,482,413,1853],"state",{"title":1855,"description":1856,"path":1857,"category":1703,"date":535,"updatedAt":535,"sourceType":328,"source":1858,"tags":1859},"OpenClaw 开始把群聊入口判断顺序写成可复述规则","官方最近在 Groups、Group Messages 和 Messages 文档里，把群入口的 groupPolicy、allowlist 和 mention gating 顺序写得更完整了，也让“没回”和“没进系统”首次更容易区分。","/news/openclaw-group-policy-watch-2026-03-25","https://docs.openclaw.ai/channels/groups",[538,1289,752,687,520],{"title":1861,"description":1862,"path":1863,"category":1703,"date":337,"updatedAt":337,"sourceType":328,"source":1858,"tags":1864},"OpenClaw 正在把群触发从“@一下就行”写成更完整的治理链","官方最近围绕 Groups、Group Messages 和 Broadcast Groups 的文档更新，正在把 reply-to implicit mention、pending history、forum topic session key 和 shared-group rollout 写成更完整的群入口治理链。","/news/openclaw-group-trigger-governance-watch-2026-03-29",[538,1362,1865,537,335],"activation",{"title":1867,"description":1868,"path":1869,"category":1703,"date":535,"updatedAt":535,"sourceType":328,"source":1870,"tags":1871},"OpenClaw 配置观察：include 合并边界正在从“能拆文件”继续走向“能预测最终结果”","基于 2026 年 3 月 25 日可见的官方 Configuration 文档，最近配置层最值得关注的变化之一是 include、数组处理和 sibling override 的顺序正在被官方主动写清。","/news/openclaw-include-merge-boundary-watch-2026-03-25","https://docs.openclaw.ai/gateway/configuration",[368,1309,928,1310,376],{"title":1873,"description":1874,"path":1875,"category":1495,"date":425,"updatedAt":425,"sourceType":328,"source":1876,"tags":1877},"OpenClaw 官方 Showcase 基础设施观察：Home Assistant、Nix 与远程文件流转正在成为高频落地方向","基于 2026 年 3 月 21 日可见的官方 Showcase 页面，整理最近最值得关注的基础设施与部署类案例，观察 OpenClaw 在家庭服务器、可复现部署和远程实例运维上的真实应用。","/news/openclaw-infra-showcase-watch-2026-03-21","https://docs.openclaw.ai/start/showcase",[1878,1432,1879,1880,1881],"showcase","home-assistant","nix","infrastructure",{"title":1883,"description":1884,"path":1885,"category":1703,"date":517,"updatedAt":517,"sourceType":328,"source":1886,"tags":1887},"OpenClaw 的长期会话治理能力正在变完整","官方最近围绕 session、memory、compaction 和 secure DM mode 的文档更新，正在把长期连续性、上下文边界和重置策略拼成一条更完整的治理链。","/news/openclaw-long-session-governance-watch-2026-03-22","https://docs.openclaw.ai/concepts/session",[656,358,853,1774,335],{"title":1889,"description":1890,"path":1891,"category":1703,"date":517,"updatedAt":517,"sourceType":328,"source":1892,"tags":1893},"OpenClaw 的后台维护生命周期正在变清楚","官方最近围绕 cron、sessions cleanup、doctor 和 retention 的文档更新，正在把长期运行时的会话、日志和作业痕迹分成更清楚的维护层次。","/news/openclaw-maintenance-lifecycle-watch-2026-03-22","https://docs.openclaw.ai/cron",[1055,943,656,944,376],{"title":1895,"description":1896,"path":1897,"category":1522,"date":1496,"updatedAt":409,"sourceType":1190,"source":1524,"tags":1898},"OpenClaw 2026年3月版本更新：技能系统与安全性全面升级","OpenClaw 发布重要更新，带来性能优化、全新技能系统和安全性改进。","/news/openclaw-march-2026-update",[1052,1125,1053,369,377],{"title":1900,"description":1901,"path":1902,"category":1703,"date":468,"updatedAt":468,"sourceType":328,"source":1903,"tags":1904},"OpenClaw 记忆观察：Markdown 仍然是 source of truth，memory plugin slot 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如何把转录、向量检索和学习流程接成长链路。","/news/openclaw-memory-showcase-watch-2026-03-21",[1878,358,628,1915,1916],"vector-search","knowledge",{"title":1918,"description":1919,"path":1920,"category":1703,"date":535,"updatedAt":535,"sourceType":328,"source":1921,"tags":1922},"OpenClaw 的 mention gating 正在从单一 @ 规则变成跨渠道触发层","官方最新 Groups 和 Group Messages 文档显示，mention gating 已经不再只服务 WhatsApp 群，而是在 Telegram、Slack、Discord、iMessage 等入口上逐步形成统一触发层。","/news/openclaw-mention-gating-watch-2026-03-25","https://docs.openclaw.ai/channels/group-messages",[1289,538,565,567,635],{"title":1924,"description":1925,"path":1926,"category":1703,"date":517,"updatedAt":517,"sourceType":328,"source":1927,"tags":1928},"OpenClaw 的消息入口语义正在变清楚","官方最近围绕 Messages、WebChat 和 Channel Routing 的文档更新，正在把消息入口、上下文桶、历史展示和投递节奏拆成更明确的几层。","/news/openclaw-message-surface-watch-2026-03-22","https://docs.openclaw.ai/messages",[687,482,520,691,356],{"title":1930,"description":1931,"path":1932,"category":1703,"date":468,"updatedAt":468,"sourceType":328,"source":1760,"tags":1933},"OpenClaw 模型观察：models status 正在从状态展示继续长成探活入口","基于 2026 年 3 月 24 日可见的官方 CLI 文档，最近模型层最值得关注的变化之一是 models status 已经不只负责展示主模型和 fallback，而是开始承担 auth profile 探测。","/news/openclaw-model-probe-watch-2026-03-24",[332,1331,331,619,1015],{"title":1935,"description":1936,"path":1937,"category":1703,"date":535,"updatedAt":535,"sourceType":328,"source":1938,"tags":1939},"OpenClaw 节点观察：headless node、普通设备节点与 Gateway 的宿主边界正在被官方写清","基于 2026 年 3 月 25 日可见的官方 Nodes、Architecture 与 Pairing 文档，最近节点层最值得关注的变化之一是能力宿主边界正在被主动拆清。","/news/openclaw-node-host-boundary-watch-2026-03-25","https://docs.openclaw.ai/nodes",[333,667,354,668,669],{"title":1941,"description":1942,"path":1943,"category":1495,"date":425,"updatedAt":425,"sourceType":328,"source":1944,"tags":1945},"OpenClaw 接入观察：从 2026.1.29 的迁移信号到现在的 Onboarding Wizard，官方已经把“第一次跑通”做成更完整链路","基于 2026 年 3 月 21 日可见的官方 Onboarding、Install 与 Releases 页面，整理 OpenClaw 从命名迁移、路径自动迁移到本地/远程 wizard 分流这条接入链路最近最值得注意的变化。","/news/openclaw-onboarding-migration-watch-2026-03-21","https://docs.openclaw.ai/start/wizard",[412,1479,1946,1480,1055],"install",{"title":1948,"description":1949,"path":1950,"category":1703,"date":896,"updatedAt":896,"sourceType":328,"source":1779,"tags":1951},"OpenClaw 的远程 operator 正在从“谁都能开网页”转向浏览器级交接管理","随着 Dashboard、Control UI 和 device pairing 文档持续补强，官方越来越清楚地把浏览器 profile、设备 pairing 和控制面交接写成同一条管理面问题。","/news/openclaw-operator-browser-watch-2026-03-26",[1067,621,599,668,427],{"title":1953,"description":1954,"path":1955,"category":1703,"date":337,"updatedAt":337,"sourceType":328,"source":1956,"tags":1957},"OpenClaw 正在把 Dashboard、WebChat 和 WebSocket 收成一套 operator surface","官方最近围绕 Dashboard、WebChat 和 Gateway Protocol 的文档更新，越来越清楚地把这些入口解释成同一套 operator surface 的不同层，而不是彼此割裂的功能页。","/news/openclaw-operator-surface-convergence-watch-2026-03-29","https://docs.openclaw.ai/gateway/protocol",[413,482,904,1067,512],{"title":1959,"description":1960,"path":1961,"category":1703,"date":535,"updatedAt":535,"sourceType":328,"source":1803,"tags":1962},"OpenClaw 的 pairing CLI 正在从单条 approve 命令长成正式入口治理面","官方最近把 pairing CLI 的 list、clear、--account 和 --notify 等行为写得更完整了，也让聊天入口审批越来越像一套正式的运营控制面。","/news/openclaw-pairing-cli-scope-watch-2026-03-25",[668,1168,356,1169,376],{"title":1964,"description":1965,"path":1966,"category":1495,"date":425,"updatedAt":425,"sourceType":328,"source":1967,"tags":1968},"OpenClaw 官方插件生态观察：社区插件、内置 Provider 插件与 Hook Pack 正在形成更完整扩展层","基于 2026 年 3 月 21 日可见的官方插件与 hooks 文档，整理 OpenClaw 插件生态最近最值得关注的三个变化：社区插件目录、package pack、多层 hooks 组织方式。","/news/openclaw-plugin-ecosystem-watch-2026-03-21","https://docs.openclaw.ai/plugins",[460,591,462,590,592],{"title":1970,"description":1971,"path":1972,"category":1703,"date":468,"updatedAt":468,"sourceType":328,"source":1973,"tags":1974},"OpenClaw 插件观察：安装 spec 和 update tracking 正在决定插件后续会沿哪条轨道走","基于 2026 年 3 月 24 日可见的官方 plugins CLI 文档，最近插件层最值得关注的变化之一是 install spec、--pin 与 plugins.installs 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执行拆成更清楚的治理层。","/news/openclaw-provider-capability-governance-watch-2026-03-29","https://docs.openclaw.ai/concepts/models",[331,332,333,619,335],{"title":1988,"description":1989,"path":1990,"category":1703,"date":337,"updatedAt":337,"sourceType":328,"source":1991,"tags":1992},"OpenClaw 的 provider 故障恢复正在变成一条更清楚的梯子","官方最近围绕 Model Failover、Gateway Troubleshooting、LiteLLM 和 Cloudflare AI Gateway 的文档更新，正在把模型故障从“直接换模型”收敛成更清楚的几层：能力条件、profile 轮转、统一网关和跨模型 fallback。","/news/openclaw-provider-recovery-ladder-watch-2026-03-29","https://docs.openclaw.ai/concepts/model-failover",[331,1139,332,354,376],{"title":1994,"description":1995,"path":1996,"category":1495,"date":425,"updatedAt":425,"sourceType":328,"source":1697,"tags":1997},"OpenClaw 发布观察：2026.3.13 恢复型 Release 暴露出版本跟踪里最容易忽略的三层差异","基于 2026 年 3 月 21 日可见的 GitHub Releases 页面，整理 OpenClaw 2026.3.13 恢复型 Release 的关键信号，以及中文站在跟踪版本时最该注意的 npm 版本、Git tag 和 GitHub Release 名称差异。","/news/openclaw-release-watch-2026-03-21",[1052,1053,1055,1054],{"title":1999,"description":2000,"path":2001,"category":1703,"date":517,"updatedAt":517,"sourceType":328,"source":1717,"tags":2002},"OpenClaw 的远程管理员面边界越来越清楚","官方最近围绕 Dashboard、Pairing、Gateway-owned pairing 与 nodes 的文档更新，正在把远程协作、浏览器入口和设备接入的边界拆得更清楚。","/news/openclaw-remote-admin-watch-2026-03-22",[413,668,333,427,958],{"title":2004,"description":2005,"path":2006,"category":1703,"date":535,"updatedAt":535,"sourceType":328,"source":2007,"tags":2008},"OpenClaw 的 routing precedence 正在成为更明确的排障坐标系","官方最近围绕 Channel Routing 的写法，正在把 peer、thread inheritance、guild、team、account 和 channel 等命中层级固定下来，让路由排障越来越像查规则，而不是猜模型。","/news/openclaw-routing-precedence-watch-2026-03-25","https://docs.openclaw.ai/channels/channel-routing",[520,519,2009,356,521],"threads",{"title":2011,"description":2012,"path":2013,"category":1703,"date":535,"updatedAt":535,"sourceType":328,"source":2014,"tags":2015},"OpenClaw Secret 观察：active snapshot 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